OAF-Net: An occlusion-aware anchor-free network for pedestrian detection in a crowd

Q Li, Y Su, Y Gao, F Xie, J Li - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
pedestrians, we propose a simple but effective Occlusion-aware Anchor-Free Network (namely
OAF-Net) for pedestrian detection in crowd scenes. Specifically, we first design a novel …

Occlusion-aware R-CNN: Detecting pedestrians in a crowd

S Zhang, L Wen, X Bian, Z Lei… - Proceedings of the …, 2018 - openaccess.thecvf.com
… 3 Occlusion-aware R-CNN Our occlusion-aware R-CNN detector follows the adaptive
Faster R-CNN detection framework [67] for pedestrian detection, with the new designed …

Occlusion aware sensor fusion for early crossing pedestrian detection

A Palffy, JFP Kooij, DM Gavrila - 2019 IEEE Intelligent Vehicles …, 2019 - ieeexplore.ieee.org
… In this paper, an occlusion aware multi-modal sensor fusion system is proposed to address
… crossing pedestrians behind parked vehicles. Our proposed method adjusts the detection

Occlusion-aware pedestrian detection and tracking

S Correia, D Mendes, P Jorge… - … on Systems, Signals …, 2023 - ieeexplore.ieee.org
… of detecting pedestrians in … pedestrian, the speed at which they walk, and the detection
of groups of people. The main contribution of this study is the introduction of an occlusion-aware

OADB-Net: An Occlusion-Aware Dual-Branch Network for Pedestrian Detection

J Li, T Chen, K Ji, Q Li - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
… for pedestrian detection in crowded scenes. Specifically, we design a dual-… occlusion-aware
detection head, consisting of a full-body detection branch and a head-shoulder detection

Towards accurate dense pedestrian detection via occlusion-prediction aware label assignment and hierarchical-NMS

H He, Z Li, G Tian, H Chen, L Xie, S Lu, H Su - Pattern Recognition Letters, 2023 - Elsevier
… is consistently superior with occlusion-aware label assignment … or absence of an
occlusion-aware module, assigning only … that the strategy of occlusion-aware matching quality …

Occlusion handling and multi-scale pedestrian detection based on deep learning: A review

F Li, X Li, Q Liu, Z Li - IEEE Access, 2022 - ieeexplore.ieee.org
… of recent progress in pedestrian detection. Firstly, brief progress of pedestrian detection in
the past … Moreover, the popular datasets and evaluation methods for pedestrian detection are …

Pedhunter: Occlusion robust pedestrian detector in crowded scenes

C Chi, S Zhang, J Xing, Z Lei, SZ Li… - Proceedings of the AAAI …, 2020 - ojs.aaai.org
… In this work, we propose a high-performance pedestrian detector namely PedHunter to
improve occlusion robustness in crowded scenes, which mitigates the impact of occlusion without …

Mask-guided attention network for occluded pedestrian detection

Y Pang, J Xie, MH Khan, RM Anwer… - Proceedings of the …, 2019 - openaccess.thecvf.com
… Instead, we investigate occluded pedestrian detection without explicitly using part … ] exploit
visible-region information, available with standard pedestrian detection benchmarks [31, 7], to …

Multiple Pedestrian Tracking Under Occlusion: A Survey and Outlook

Z Sun, G Wei, W Fu, M Ye, K Jiang… - … on Circuits and …, 2024 - ieeexplore.ieee.org
… trajectories of pedestrians. Notably, … ]: pedestrian detection, data association, and track
management, as shown in Fig. 1. In the pedestrian detection phase, the detector is used to detect